Brain-to-Speech Decoding

Ask about this topic

Latest papers

CardsList

17 papers5 papers in the last four weeks, up 67% on the four weeks before. 0.0% of all new papers.

  1. Do Speech BCIs Need Larger Models? Rethinking Neural Decoding beyond Scaling

    Oct 16, 2026Zehui Feng, Weichuan Wang, Xiaohan Chen +2Neural DecodingBrain-to-Speech Decoding

    Shanghai Jiao Tong University · Nanyang Technological University · Zhejiang University

  2. Removing Timing Shortcuts Improves Non-Invasive Brain-to-Text

    Sep 30, 2026Dulhan Jayalath, Oiwi Parker JonesNeural DecodingBrain-to-Speech Decoding

    Neural Processing Lab (PNPL) Department of Engineering Science, University of Oxford

  3. Jev Matches 7B Language Models for Speech-Neuroprosthesis Rescoring

    Sep 27, 2026Gabriele CinàBrain-Computer InterfacesNeural Decoding

  4. Integrating Language Models into Listened and Imagined Speech Decoding from MEG

    Sep 25, 2026Maryam Maghsoudi, Sai Samrat Kankanala, Shihab A. Shamma +1Neural DecodingBrain-to-Speech Decoding

    Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA · LEAP Lab, Electrical Engineering, Indian Institute of Science, Bengaluru, India.

  5. Mechanistic Interpretability Reveals Shared Causal Subspaces in Brain-to-Speech Decoders

    Sep 25, 2026Maryam Maghsoudi, Ayushi Mishra, Sanghamitra DuttaBrain-to-Speech DecodingNeural Decoding

    Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA · Department of Computer Science, University of Maryland, College Park, MD, USA

  6. Brain-to-Language Decoding: Paradigms, Signals, Methods, Evaluation, Practical Use and Beyond

    Sep 23, 2026Yiqian Yang, Yiqun Duan, Chenyu Liu +4Brain-Computer InterfacesNeural Decoding

    Uploading Inc · Human-centric Artificial Intelligence Centre, University of Technology Sydney · Stanford Institute for Human-Centered Artificial Intelligence (HAI), Stanford University

  7. The Semantic Bottleneck: Leveraging Semantic Representations for Non-Invasive Speech Decoding

    Sep 9, 2026Gilad D. Landau, Dulhan Jayalath, Oiwi Parker JonesRepresentation LearningNeural Decoding

    PNPL University of Oxford

  8. Brain2Speech-Net: Fast and Intelligible Brain-to-Speech Synthesis Without Text Decoding

    Sep 3, 2026Shreeram Suresh Chandra, Zexin Cai, Yu Tsao +2Brain-Computer InterfacesNeural Decoding

    Johns Hopkins University, USA · Academia Sinica, Taiwan · University of Edinburgh, UK

  9. LibriBrain100: One Hundred Hours of Broad and Deep MEG Data for Neural Speech Decoding at Scale

    Aug 25, 2026Francesco Mantegna, Dulhan Jayalath, Gereon Elvers +12Brain-to-Speech DecodingNeural Decoding

    PNPL, Department of Engineering Science, University of Oxford, UK

  10. Phoneme- vs. Character-Level Targets and Selective State-Space Models for Intracortical Brain-to-Text

    Jul 29, 2026Lucas Zamora Vera, Jose A. Gonzalez-LopezSelective SSMsNeural Decoding

    Universitat Oberta de Catalunya (UOC), Spain · Dpt. of Signal Theory, Telematics and Communications, University of Granada, Spain · Research Centre for Information and Communication Technologies (CITIC-UGR), University of Granada, Spain

  11. Do EEG Foundation Models Transfer to Speech? A Benchmark on Overt and Imagined Speech Decoding

    Jul 29, 2026Owais Mujtaba Khanday, Mohamed Baha Ben Ticha, Sanae Belfrouh +2EEG DecodingEEG Foundation Models

    Dept. Signal Theory, Telematics and Communications, University of Granada, Spain · Research Centre for Information and Communication Technologies (CITIC-UGR), Spain · Laboratory of Information Technologies, University of Chouaib Doukkali, Morocco +1

  12. Beyond Parallel Tracking: Interactive Multi-Feature Fusion Drives Semantic Reconstruction from Non-invasive Brain Recordings

    Jul 13, 2026Boda Xiao, Xiran Xu, Songyi Li +4Neural DecodingBrain-to-Speech Decoding

    Center for BioMed-X Research, Academy for Advanced Interdisciplinary Studies,Peking University, Beijing, China · Speech and Hearing Research Center, School of Intelligence Science and Technology,Peking University, Beijing, China · State Key Laboratory of General Artificial Intelligence, Beijing, China +1

  13. Physiological Noise Augmentation Improves Non-Invasive Brain-to-Speech

    Jul 6, 2026Benjamin Ballyk, Teyun Kwon, Miran Özdogan +1Brain-Computer InterfacesData Augmentation

    PNPL Department of Engineering Science University of Oxford

  14. End-to-End Intracortical Speech Decoding from Neural Activity

    May 23, 2026Owais Mujtaba Khanday, Jose A. Gonzalez-Lopez, Marc Ouellet +2Brain-Computer InterfacesNeural Decoding

    1Dpt. of Signal Theory, Telematics and Communications, University of Granada, Spain · 2Brain, Mind, and Behavior Research Center, University of Granada, Spain · 3Grupo CSUR de Epilepsia Refractaria, Hospital Virgen de Las Nieves (Granada), Spain

  15. Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping

    May 8, 2026Maryam Maghsoudi, Shihab ShammaBrain-Computer InterfacesNeural Decoding

    University of Maryland · College Park, MD 20740

  16. Towards unified brain-to-text decoding across speech production and perception

    Mar 13, 2026Zhizhang Yuan, Yang Yang, Gaorui Zhang +7Brain-to-Speech DecodingNeural Decoding

    Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang, China. · Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China.

  17. BrainWhisperer: Leveraging Large-Scale ASR Models for Neural Speech Decoding

    Mar 4, 2026Tommaso Boccato, Michal Olak, Matteo FerranteBrain-to-Speech DecodingBrain-Computer Interfaces

    Tether Evo